agav
type: Ontology
comment: SWRL Rule 1 (Latent Condition Detection): Event(?e) ^ hasCausalFactor(?e,?f) ^ LatentCondition(?f) ^ meanContributionWeight(?f,?w) ^ swrlb:greaterThan(?w,7) -> hasSystemicVulnerability(?e,?f)
comment: SWRL Rule 2 (Co-occurrence): Event(?e1) ^ Event(?e2) ^ hasCausalFactor(?e1,?f1) ^ hasCausalFactor(?e1,?f2) ^ hasCausalFactor(?e2,?f1) ^ hasCausalFactor(?e2,?f2) ^ differentFrom(?e1,?e2) -> co_occursWith(?f1,?f2)
comment: SWRL Rule 3 (Fatal Amplification): Event(?e) ^ injuryOutcome(?e,'Fatal') ^ hasCausalFactor(?e,?f) -> hasAmplifiedConsequence(?f,?e)
comment: SWRL Rule 4 (Powerplant Chain): Event(?e) ^ hasCausalFactor(?e,CF-T01) ^ hasCausalFactor(?e,CF-H01) ^ classification(?e,'SCF-PP') -> type(?e,PowerplantFailureSyndrome)
comment: SWRL Rule 5 (Multi-Domain Cascade): Event(?e) ^ hasCausalFactor(?e,?f1) ^ hasCausalFactor(?e,?f2) ^ hasCausalFactor(?e,?f3) ^ ontologicalDomain(?f1,?d1) ^ ontologicalDomain(?f2,?d2) ^ ontologicalDomain(?f3,?d3) ^ differentFrom(?d1,?d2) ^ differentFrom(?d2,?d3) -> hasComplexCausation(?e,true)

hasCausalFactor
type: ObjectProperty
domain: Event
range: CausalFactor
comment: Relates an accident event to a contributing causal factor (67 relationships; weight 1–10).

co occursWith
type: ObjectProperty
domain: CausalFactor
range: CausalFactor
comment: Symmetric: two causal factors appear together in ≥1 events. Basis for P1 projection (Louvain).

leadsTo
type: ObjectProperty
domain: Event
range: Event
comment: Causal/sequential relation between events in a multi-event chain.

hasSystemicVulnerability
type: ObjectProperty
domain: Event
range: CausalFactor
comment: Inferred (SWRL Rule 1): high-contribution (>7) latent condition = systemic vulnerability.

hasAmplifiedConsequence
type: ObjectProperty
domain: CausalFactor
range: Event
comment: Inferred (SWRL Rule 3): causal factor present in a fatal event.

eventYearDP
type: DatatypeProperty
domain: Event
range: integer
python name: eventYearDP

CF-H01
type: NamedIndividual
type: HumanFactor
type: ActiveFailure
co occurs with: CF-H02
co occurs with: CF-O01
co occurs with: CF-Z01
factor ID: CF-H01
ontological domain: Human
failure type: Active
frequency DP: 9
frequency pct DP: 56.3
mean weight DP: 7.89
std dev DP: 1.17
comment: CF-H01: Decision Making | Active | freq=9 (56.3%)

CF-H02
type: NamedIndividual
type: HumanFactor
type: ActiveFailure
factor ID: CF-H02
ontological domain: Human
failure type: Active
frequency DP: 9
frequency pct DP: 56.3
mean weight DP: 7.67
std dev DP: 0.87
comment: CF-H02: Piloting Judgment | Active | freq=9 (56.3%)

CF-H03
type: NamedIndividual
type: HumanFactor
type: ActiveFailure
co occurs with: CF-H02
co occurs with: CF-O02
factor ID: CF-H03
ontological domain: Human
failure type: Active
frequency DP: 7
frequency pct DP: 43.8
mean weight DP: 8.14
std dev DP: 0.69
comment: CF-H03: Control Application | Active | freq=7 (43.8%)

CF-H04
type: NamedIndividual
type: HumanFactor
type: ActiveFailure
factor ID: CF-H04
ontological domain: Human
failure type: Active
frequency DP: 4
frequency pct DP: 25.0
mean weight DP: 8.25
std dev DP: 0.96
comment: CF-H04: Attention | Active | freq=4 (25.0%)

CF-H05
type: NamedIndividual
type: HumanFactor
type: ActiveFailure
factor ID: CF-H05
ontological domain: Human
failure type: Active
frequency DP: 4
frequency pct DP: 25.0
mean weight DP: 6.75
std dev DP: 0.5
comment: CF-H05: Perception | Active | freq=4 (25.0%)

CF-H06
type: NamedIndividual
type: HumanFactor
type: ActiveFailure
factor ID: CF-H06
ontological domain: Human
failure type: Active
frequency DP: 3
frequency pct DP: 18.8
mean weight DP: 8.0
std dev DP: 0.0
comment: CF-H06: Piloting Technique | Active | freq=3 (18.8%)

CF-H07
type: NamedIndividual
type: HumanFactor
type: ActiveFailure
factor ID: CF-H07
ontological domain: Human
failure type: Active
frequency DP: 1
frequency pct DP: 6.3
mean weight DP: 8.0
comment: CF-H07: Attitude | Active | freq=1 (6.3%)

CF-H08
type: NamedIndividual
type: HumanFactor
type: LatentCondition
factor ID: CF-H08
ontological domain: Human
failure type: Latent
frequency DP: 1
frequency pct DP: 6.3
mean weight DP: 7.0
comment: CF-H08: Low Experience | Latent | freq=1 (6.3%)

CF-H09
type: NamedIndividual
type: HumanFactor
type: ActiveFailure
factor ID: CF-H09
ontological domain: Human
failure type: Active
frequency DP: 0
frequency pct DP: 0.0
comment: CF-H09: Workload Management | Active | freq=0 (0.0%)

CF-H10
type: NamedIndividual
type: HumanFactor
type: ActiveFailure
factor ID: CF-H10
ontological domain: Human
failure type: Active
frequency DP: 0
frequency pct DP: 0.0
comment: CF-H10: Distraction | Active | freq=0 (0.0%)

CF-T01
type: NamedIndividual
type: TechnicalFactor
type: LatentCondition
co occurs with: CF-H02
co occurs with: CF-H01
co occurs with: CF-Z01
factor ID: CF-T01
ontological domain: Technical
failure type: Latent
frequency DP: 9
frequency pct DP: 56.3
mean weight DP: 9.11
std dev DP: 0.78
comment: CF-T01: Maintenance | Latent | freq=9 (56.3%)

CF-T02
type: NamedIndividual
type: TechnicalFactor
type: ActiveFailure
factor ID: CF-T02
ontological domain: Technical
failure type: Active
frequency DP: 1
frequency pct DP: 6.3
mean weight DP: 10.0
comment: CF-T02: Fuel Contamination | Active | freq=1 (6.3%)

CF-T03
type: NamedIndividual
type: TechnicalFactor
type: LatentCondition
factor ID: CF-T03
ontological domain: Technical
failure type: Latent
frequency DP: 4
frequency pct DP: 25.0
mean weight DP: 6.0
std dev DP: 0.0
comment: CF-T03: Support Systems | Latent | freq=4 (25.0%)

CF-T04
type: NamedIndividual
type: TechnicalFactor
type: ActiveFailure
factor ID: CF-T04
ontological domain: Technical
failure type: Active
frequency DP: 2
frequency pct DP: 12.5
mean weight DP: 6.5
std dev DP: 0.71
comment: CF-T04: Human Performance (mech) | Active | freq=2 (12.5%)

CF-T05
type: NamedIndividual
type: TechnicalFactor
type: ActiveFailure
factor ID: CF-T05
ontological domain: Technical
failure type: Active
frequency DP: 0
frequency pct DP: 0.0
comment: CF-T05: Fuel System Malfunction | Active | freq=0 (0.0%)

CF-O01
type: NamedIndividual
type: OperationalFactor
type: ActiveFailure
factor ID: CF-O01
ontological domain: Operational
failure type: Active
frequency DP: 7
frequency pct DP: 43.8
mean weight DP: 7.29
std dev DP: 0.49
comment: CF-O01: Planning | Active | freq=7 (43.8%)

CF-O02
type: NamedIndividual
type: OperationalFactor
type: ActiveFailure
factor ID: CF-O02
ontological domain: Operational
failure type: Active
frequency DP: 4
frequency pct DP: 25.0
mean weight DP: 7.75
std dev DP: 0.5
comment: CF-O02: Weather and Wind | Active | freq=4 (25.0%)

CF-O03
type: NamedIndividual
type: OperationalFactor
type: LatentCondition
factor ID: CF-O03
ontological domain: Operational
failure type: Latent
frequency DP: 1
frequency pct DP: 6.3
mean weight DP: 8.0
comment: CF-O03: Airstrip Conditions | Latent | freq=1 (6.3%)

CF-O04
type: NamedIndividual
type: OperationalFactor
type: ActiveFailure
factor ID: CF-O04
ontological domain: Operational
failure type: Active
frequency DP: 1
frequency pct DP: 6.3
mean weight DP: 9.0
comment: CF-O04: Weight and Balance | Active | freq=1 (6.3%)

CF-O05
type: NamedIndividual
type: OperationalFactor
type: ActiveFailure
factor ID: CF-O05
ontological domain: Operational
failure type: Active
frequency DP: 0
frequency pct DP: 0.0
comment: CF-O05: Flight Preparation | Active | freq=0 (0.0%)

CF-O06
type: NamedIndividual
type: OperationalFactor
type: LatentCondition
factor ID: CF-O06
ontological domain: Operational
failure type: Latent
frequency DP: 1
frequency pct DP: 6.3
mean weight DP: 7.0
comment: CF-O06: Task Characteristics | Latent | freq=1 (6.3%)

CF-O07
type: NamedIndividual
type: OperationalFactor
type: LatentCondition
factor ID: CF-O07
ontological domain: Operational
failure type: Latent
frequency DP: 0
frequency pct DP: 0.0
comment: CF-O07: Risk Management GRSO | Latent | freq=0 (0.0%)

CF-Z01
type: NamedIndividual
type: OrganizationalFactor
type: LatentCondition
co occurs with: CF-O01
factor ID: CF-Z01
ontological domain: Organizational
failure type: Latent
frequency DP: 8
frequency pct DP: 50.0
mean weight DP: 7.13
std dev DP: 0.35
comment: CF-Z01: Supervision | Latent | freq=8 (50.0%)

CF-Z02
type: NamedIndividual
type: OrganizationalFactor
type: LatentCondition
factor ID: CF-Z02
ontological domain: Organizational
failure type: Latent
frequency DP: 1
frequency pct DP: 6.3
mean weight DP: 9.0
comment: CF-Z02: Regulatory Compliance | Latent | freq=1 (6.3%)

CF-Z03
type: NamedIndividual
type: OrganizationalFactor
type: LatentCondition
factor ID: CF-Z03
ontological domain: Organizational
failure type: Latent
frequency DP: 0
frequency pct DP: 0.0
comment: CF-Z03: Training | Latent | freq=0 (0.0%)

CF-Z04
type: NamedIndividual
type: OrganizationalFactor
type: LatentCondition
factor ID: CF-Z04
ontological domain: Organizational
failure type: Latent
frequency DP: 0
frequency pct DP: 0.0
comment: CF-Z04: Documentation | Latent | freq=0 (0.0%)

CF-Z05
type: NamedIndividual
type: OrganizationalFactor
type: LatentCondition
factor ID: CF-Z05
ontological domain: Organizational
failure type: Latent
frequency DP: 1
frequency pct DP: 6.3
mean weight DP: 7.0
comment: CF-Z05: Managerial Planning | Latent | freq=1 (6.3%)

EMB-201
type: NamedIndividual
type: Aircraft
aircraft model: EMB-201
manufacturer: Embraer
mtow kg DP: 1550.0

EMB-202
type: NamedIndividual
type: Aircraft
aircraft model: EMB-202
manufacturer: Embraer
mtow kg DP: 1600.0

EMB-203
type: NamedIndividual
type: Aircraft
aircraft model: EMB-203
manufacturer: Embraer
mtow kg DP: 1600.0

Cessna-A188B
type: NamedIndividual
type: Aircraft
aircraft model: Cessna A188B
manufacturer: Cessna
mtow kg DP: 1406.0

AirTractor-AT502B
type: NamedIndividual
type: Aircraft
aircraft model: Air Tractor AT-502B
manufacturer: Air Tractor
mtow kg DP: 2948.0

Piper-PA25-235
type: NamedIndividual
type: Aircraft
aircraft model: Piper PA-25-235
manufacturer: Piper
mtow kg DP: 1179.0

Powerplant
type: NamedIndividual
type: System
system type: Engine and propulsion

FlightControls
type: NamedIndividual
type: System
system type: Elevators, ailerons, rudder

FuelSystem
type: NamedIndividual
type: System
system type: Injectors, tanks, pumps, fuel lines

ElectricalSystem
type: NamedIndividual
type: System
system type: Wiring, avionics, electrical components

Structural
type: NamedIndividual
type: System
system type: Airframe, fuselage, wings

Ignition
type: NamedIndividual
type: System
system type: Spark plugs, magnetos, ignition harness

FuelInjection
type: NamedIndividual
type: System
system type: Fuel injector nozzles and metering unit

Hydraulics
type: NamedIndividual
type: System
system type: Landing gear and brake hydraulics

E001
type: NamedIndividual
type: PowerplantFailureSyndrome
has causal factor: CF-T01
has causal factor: CF-H01
has causal factor: CF-H02
affected system: Powerplant
involved aircraft: EMB-201
suma ID: A-008/CENIPA/2017
event year DP: 2017
classification: SCF-PP
damage severity: Substantial
injury outcome: None
contribution score: CF-T01=9
contribution score: CF-H01=8
contribution score: CF-H02=7
comment: CENIPA: A-008/CENIPA/2017 | SCF-PP | Substantial | None

E002
type: NamedIndividual
type: OrganizationalDeficiencyCascade
has causal factor: CF-Z01
has causal factor: CF-O01
has causal factor: CF-H01
affected system: FlightControls
suma ID: A-012/CENIPA/2022
event year DP: 2022
classification: LALT
damage severity: Substantial
injury outcome: Injury
registration: PT-WXV
contribution score: CF-Z01=7
contribution score: CF-O01=7
contribution score: CF-H01=8
comment: CENIPA: A-012/CENIPA/2022 | LALT | Substantial | Injury

E003
type: NamedIndividual
type: OrganizationalDeficiencyCascade
has causal factor: CF-H01
has causal factor: CF-O01
has causal factor: CF-Z01
suma ID: A-014/CENIPA/2022
event year DP: 2022
damage severity: Substantial
injury outcome: Injury
contribution score: CF-H01=7
contribution score: CF-O01=8
contribution score: CF-Z01=7
comment: CENIPA: A-014/CENIPA/2022 | | Substantial | Injury

E004
type: NamedIndividual
type: PowerplantFailureSyndrome
has causal factor: CF-T01
has causal factor: CF-H01
has causal factor: CF-T03
affected system: Powerplant
involved aircraft: EMB-202
suma ID: A-016/CENIPA/2022
event year DP: 2022
classification: SCF-PP
damage severity: Substantial
injury outcome: None
contribution score: CF-T01=9
contribution score: CF-H01=7
contribution score: CF-T03=6
comment: CENIPA: A-016/CENIPA/2022 | SCF-PP | Substantial | None

E005
type: NamedIndividual
type: LowAltitudeControlLoss
has causal factor: CF-H03
has causal factor: CF-O02
has causal factor: CF-H02
affected system: FlightControls
suma ID: A-019/CENIPA/2022
event year DP: 2022
classification: LALT
damage severity: Substantial
injury outcome: None
contribution score: CF-H03=8
contribution score: CF-O02=8
contribution score: CF-H02=8
comment: CENIPA: A-019/CENIPA/2022 | LALT | Substantial | None

E006
type: NamedIndividual
type: PowerplantFailureSyndrome
has causal factor: CF-T01
has causal factor: CF-H01
has causal factor: CF-H04
affected system: Powerplant
involved aircraft: EMB-203
suma ID: A-024/CENIPA/2022
event year DP: 2022
classification: SCF-PP
damage severity: Destroyed
injury outcome: Injury
contribution score: CF-T01=9
contribution score: CF-H01=8
contribution score: CF-H04=9
comment: CENIPA: A-024/CENIPA/2022 | SCF-PP | Destroyed | Injury

E007
type: NamedIndividual
type: PowerplantFailureSyndrome
has causal factor: CF-T02
has causal factor: CF-T01
has causal factor: CF-T03
affected system: FuelInjection
suma ID: A-026/CENIPA/2022
event year DP: 2022
classification: FUEL
damage severity: Substantial
injury outcome: None
contribution score: CF-T02=10
contribution score: CF-T01=9
contribution score: CF-T03=6
comment: CENIPA: A-026/CENIPA/2022 | FUEL | Substantial | None

E008
type: NamedIndividual
type: LowAltitudeControlLoss
has causal factor: CF-H03
has causal factor: CF-H05
has causal factor: CF-H02
has causal factor: CF-O02
affected system: FlightControls
involved aircraft: EMB-201
suma ID: A-028/CENIPA/2022
event year DP: 2022
classification: LOC-I
damage severity: Substantial
injury outcome: Injury
contribution score: CF-H03=8
contribution score: CF-H05=7
contribution score: CF-H02=8
contribution score: CF-O02=8
comment: CENIPA: A-028/CENIPA/2022 | LOC-I | Substantial | Injury

E009
type: NamedIndividual
type: OrganizationalDeficiencyCascade
has causal factor: CF-O01
has causal factor: CF-O03
has causal factor: CF-O04
has causal factor: CF-H01
suma ID: A-033/CENIPA/2022
event year DP: 2022
classification: CTOL
damage severity: Substantial
injury outcome: None
contribution score: CF-O01=7
contribution score: CF-O03=8
contribution score: CF-O04=9
contribution score: CF-H01=7
comment: CENIPA: A-033/CENIPA/2022 | CTOL | Substantial | None

E010
type: NamedIndividual
type: PowerplantFailureSyndrome
has causal factor: CF-T01
has causal factor: CF-H01
affected system: FuelInjection
involved aircraft: Cessna-A188B
suma ID: A-054/CENIPA/2022
event year DP: 2022
classification: SCF-PP
damage severity: Substantial
injury outcome: None
registration: PT-UPN
contribution score: CF-T01=9
contribution score: CF-H01=8
comment: CENIPA: A-054/CENIPA/2022 | SCF-PP | Substantial | None

E011
type: NamedIndividual
type: PowerplantFailureSyndrome
has causal factor: CF-T01
has causal factor: CF-H01
has causal factor: CF-H02
has causal factor: CF-H07
affected system: Powerplant
involved aircraft: EMB-203
suma ID: A-076/CENIPA/2022
event year DP: 2022
classification: SCF-PP
damage severity: Destroyed
injury outcome: Fatal
contribution score: CF-T01=9
contribution score: CF-H01=9
contribution score: CF-H02=8
contribution score: CF-H07=8
comment: CENIPA: A-076/CENIPA/2022 | SCF-PP | Destroyed | Fatal

E012
type: NamedIndividual
type: LowAltitudeControlLoss
has causal factor: CF-H03
has causal factor: CF-H06
has causal factor: CF-O02
affected system: FlightControls
suma ID: A-121/CENIPA/2022
event year DP: 2022
classification: LOC-G
damage severity: Substantial
injury outcome: None
registration: PT-UVS
contribution score: CF-H03=8
contribution score: CF-H06=8
contribution score: CF-O02=7
comment: CENIPA: A-121/CENIPA/2022 | LOC-G | Substantial | None

E013
type: NamedIndividual
type: PowerplantFailureSyndrome
has causal factor: CF-T01
has causal factor: CF-T03
has causal factor: CF-T04
affected system: Powerplant
suma ID: A-136/CENIPA/2022
event year DP: 2022
classification: SCF-PP
damage severity: Substantial
injury outcome: None
contribution score: CF-T01=9
contribution score: CF-T03=6
contribution score: CF-T04=7
comment: CENIPA: A-136/CENIPA/2022 | SCF-PP | Substantial | None

E014
type: NamedIndividual
type: LowAltitudeControlLoss
has causal factor: CF-H03
has causal factor: CF-H05
has causal factor: CF-H02
affected system: FlightControls
involved aircraft: AirTractor-AT502B
suma ID: A-145/CENIPA/2022
event year DP: 2022
classification: LOC-I
damage severity: Destroyed
injury outcome: Fatal
contribution score: CF-H03=8
contribution score: CF-H05=7
contribution score: CF-H02=8
comment: CENIPA: A-145/CENIPA/2022 | LOC-I | Destroyed | Fatal

E015
type: NamedIndividual
type: PowerplantFailureSyndrome
has causal factor: CF-T01
has causal factor: CF-H01
affected system: Powerplant
suma ID: A-037/CENIPA/2023
event year DP: 2023
classification: SCF-PP
damage severity: Substantial
injury outcome: None
contribution score: CF-T01=9
contribution score: CF-H01=7
comment: CENIPA: A-037/CENIPA/2023 | SCF-PP | Substantial | None

E016
type: NamedIndividual
type: Event
suma ID: ongoing/2024
event year DP: 2024
comment: CENIPA: ongoing/2024 | | |